After years in the shadow of the U.S. shale patch, deep-water explorers from Royal Dutch Shell Plc to Talos Energy Inc., along with contractors such as Ensco Plc and TechnipFMC Plc, told investors at the Scotia Howard Weil Energy Conference in New Orleans this week they see a revival coming. That was a stark contrast to a subdued outlook for shale at the event.